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b/Semantic Features/GetAveragedMatrix.m |
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function [ AveragedMatrix, instanceOrder ] = GetAveragedMatrix( InputMatrix, ratingRow, instanceID ) |
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%GetAveragedRows Converts matrix from raw format to averaged format |
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% Takes an X or Y matrix and ratingRow(which describes how many rows per |
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% nodule) and averages each set of rows into a single row. |
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j = 1; |
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i = 1; |
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del = 3; |
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while i <= size(InputMatrix,1) |
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instanceOrder(j,:) = zeros(1,4); %Make a new empty row |
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if i == ratingRow(3) |
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del = del-1; |
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end |
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if i == ratingRow(2) |
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del = del-1; |
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end |
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if i == ratingRow(1) |
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del = del-1; |
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end |
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instanceOrder(j,1:1+del) = instanceID(i:i+del)'; |
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AveragedMatrix(j,:) = mean(InputMatrix(i:i+del,:),1); |
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i = i + del + 1; |
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j = j+1; |
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end |